Xinyu Hu

According to our database, Xinyu Hu authored at least 26 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Exploring Causal Effect of Social Bias on Faithfulness Hallucinations in Large Language Models.

Zhenliang Zhang, Junzhe Zhang, Xinyu Hu, HuiXuan Zhang, Xiaojun Wan

CoRR, August, 2025

LEDOM: An Open and Fundamental Reverse Language Model.

Xunjian Yin, Sitao Cheng, Yuxi Xie, Xinyu Hu, Li Lin, Xinyi Wang, Liangming Pan, William Yang Wang, Xiaojun Wan

CoRR, July, 2025

Minos: A Multimodal Evaluation Model for Bidirectional Generation Between Image and Text.

Junzhe Zhang, Huixuan Zhang, Xinyu Hu, Li Lin, Mingqi Gao, Shi Qiu, Xiaojun Wan

CoRR, June, 2025

NeUQI: Near-Optimal Uniform Quantization Parameter Initialization.

Li Lin, Xinyu Hu, Xiaojun Wan

CoRR, May, 2025

CFunModel: A "Funny" Language Model Capable of Chinese Humor Generation and Processing.

Zhenghan Yu, Xinyu Hu, Xiaojun Wan

CoRR, March, 2025

Exploring the Multilingual NLG Evaluation Abilities of LLM-Based Evaluators.

Jiayi Chang, Mingqi Gao, Xinyu Hu, Xiaojun Wan

CoRR, March, 2025

Aspect-Guided Multi-Level Perturbation Analysis of Large Language Models in Automated Peer Review.

Jiatao Li, Yanheng Li, Xinyu Hu, Mingqi Gao, Xiaojun Wan

CoRR, February, 2025

Evaluating Self-Generated Documents for Enhancing Retrieval-Augmented Generation with Large Language Models.

Jiatao Li, Xinyu Hu, Xunjian Yin, Xiaojun Wan

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2025, Albuquerque, New Mexico, USA, April 29, 2025

Re-evaluating Automatic LLM System Ranking for Alignment with Human Preference.

Mingqi Gao, Yixin Liu, Xinyu Hu, Xiaojun Wan, Jonathan Bragg, Arman Cohan

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2025, Albuquerque, New Mexico, USA, April 29, 2025

Analyzing and Evaluating Correlation Measures in NLG Meta-Evaluation.

Mingqi Gao, Xinyu Hu, Li Lin, Xiaojun Wan

Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

Exploring Causal Effect of Social Bias on Faithfulness Hallucinations in Large Language Models.

Zhenliang Zhang, Junzhe Zhang, Xinyu Hu, Huixuan Zhang, Xiaojun Wan

Proceedings of the 34th ACM International Conference on Information and Knowledge Management, 2025

Where Do LLMs Go Wrong? Diagnosing Automated Peer Review via Aspect-Guided Multi-Level Perturbation.

Jiatao Li, Yanheng Li, Xinyu Hu, Mingqi Gao, Xiaojun Wan

Proceedings of the 34th ACM International Conference on Information and Knowledge Management, 2025

ICR Probe: Tracking Hidden State Dynamics for Reliable Hallucination Detection in LLMs.

Zhenliang Zhang, Xinyu Hu, Huixuan Zhang, Junzhe Zhang, Xiaojun Wan

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

Towards A "Novel" Benchmark: Evaluating Literary Fiction with Large Language Models.

Wenqing Wang, Mingqi Gao, Xinyu Hu, Xiaojun Wan

Proceedings of the Findings of the Association for Computational Linguistics, 2025

MC-MKE: A Fine-Grained Multimodal Knowledge Editing Benchmark Emphasizing Modality Consistency.

Junzhe Zhang, Huixuan Zhang, Xunjian Yin, Baizhou Huang, Xu Zhang, Xinyu Hu, Xiaojun Wan

Proceedings of the Findings of the Association for Computational Linguistics, 2025

A Dual-Perspective NLG Meta-Evaluation Framework with Automatic Benchmark and Better Interpretability.

Xinyu Hu, Mingqi Gao, Li Lin, Zhenghan Yu, Xiaojun Wan

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2024

SMART-RAG: Selection using Determinantal Matrices for Augmented Retrieval.

Jiatao Li, Xinyu Hu, Xiaojun Wan

CoRR, 2024

Themis: Towards Flexible and Interpretable NLG Evaluation.

Xinyu Hu, Li Lin, Mingqi Gao, Xunjian Yin, Xiaojun Wan

CoRR, 2024

LLM-based NLG Evaluation: Current Status and Challenges.

Mingqi Gao, Xinyu Hu, Jie Ruan, Xiao Pu, Xiaojun Wan

CoRR, 2024

Themis: A Reference-free NLG Evaluation Language Model with Flexibility and Interpretability.

Xinyu Hu, Li Lin, Mingqi Gao, Xunjian Yin, Xiaojun Wan

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Error-Robust Retrieval for Chinese Spelling Check.

Xunjian Yin, Xinyu Hu, Jin Jiang, Xiaojun Wan

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

Are LLM-based Evaluators Confusing NLG Quality Criteria?

Xinyu Hu, Mingqi Gao, Sen Hu, Yang Zhang, Yicheng Chen, Teng Xu, Xiaojun Wan

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023

RST Discourse Parsing as Text-to-Text Generation.

Xinyu Hu, Xiaojun Wan

IEEE ACM Trans. Audio Speech Lang. Process., 2023

Exploring Context-Aware Evaluation Metrics for Machine Translation.

Xinyu Hu, Xunjian Yin, Xiaojun Wan

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Exploring Discourse Structure in Document-level Machine Translation.

Xinyu Hu, Xiaojun Wan

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

2022

Chinese Spelling Check with Nearest Neighbors.

Xunjian Yin, Xinyu Hu, Xiaojun Wan

CoRR, 2022